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Free Claude or Codex credits to do research with AI agents, plus a trip to present it in Paris.
It's called the Lightcone Research Fellowship, from UC Berkeley and CNRS, backed by Eric and Wendy Schmidt.
What you get:
• Free Claude or Codex model credits for your research
• Direct Slack access to their scientists and engineers
• A tiny cohort of 4–6 fellows from different fields
• An invite to present at the Paris Agentic AI for Science Summit, with travel support available
• Fellowship credit for your CV
What you don't need:
• To be in a specific field. Every discipline is welcome
• A brand new project. One already underway, or almost done, works too
• To move anywhere. It's fully remote
The condition: you're an early-career researcher with a clear project you want to run with AI agents and your supervisor signs off.
Deadline: Nov 20, 2026.
Apply here: lightconeresearch.org/fellow…
Bookmark it.
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after a year of work, I am here presenting a new university degree we have been developing at the University of Buenos Aires
a degree in Complex Systems, designed from scratch for a world where AI is radically transforming how we work, learn, and create
wish us luck!
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Learn to build evals, folks.
Highly recommended reading on using decision models for evals.
From our internal evals, System One models like Jev are a great fit for LLM Judges.
If you want to go beyond Hamel's great write-up, I've also put together a few resources on applying decision models to LLM judges.
(bookmark it)
1) Jev-as-a-Judge for Agent Evaluations - academy.dair.ai/dashboard/re…
2) Jev-as-a-Judge: Evaluating Agents with a Decision Model - academy.dair.ai/labs/jev-as-…
Bonus paper I would recommend, with a few other ideas that combine System One and System Two models: Jev-as-a-Judge paper - arxiv.org/abs/2609.26550
La gente a la hora vender productos Apple se pone muy retrasada. No podes vender una MacBook Air 2014 a 400 dolares.
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现在顶尖大学里教 Agent，已经开始一路教到 GPU 了。
非常推荐 Harvard 的 CS2680 Modern AI Systems 。课程从 Claude Code、Agent Loop、Eval 和 Token 成本开始，一路往下做到模型部署、Routing、KV Cache、量化和 speculative decoding。
作业设计也很有巧思，5 个作业都围着同一个 Agent 系统往下拆，先看它怎么工作，再自己搭 Harness，最后一路优化到推理层。
感觉它更像是在回答一个问题：
一个现代 AI Agent，到底是怎么从应用层一路跑到底层系统的？
做 Agent、Harness、AI Infra 的可以收藏。
cs2680.seas.harvard.edu/
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This semester I am teaching a new course on Agentic Systems, which explores the full stack of AI systems: from building and optimizing agent harnesses to serving and optimizing LLM serving infrastructure.
Students learn by building, measuring, and optimizing real agents and systems, balancing capability, latency, and cost.
Our goal is not just to teach today's AI technologies, but to prepare students to build tomorrow's.
All lectures, readings, and assignments are publicly available at cs2680.seas.harvard.edu
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reading feynman lecturess as feynman intended: with accompanying ai-made demo sections for each chapter
rapid acquisition of knowledge is possible thanks to superintelligence
Me prestan 5k?
a full humanoid robot used to cost more than a car. berkeley just made one for under $5k.
berkeley humanoid lite changes everything:
> modular, 3d-printed gearboxes
> off-the-shelf hobby parts
> cad, firmware, and the full rl training stack included
a five-figure parts order becomes a weekend of printing.
that’s the difference between reading about humanoid robots and having one on your bench.
100% open-source.
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Our Stanford class "CME 295: Transformers & Large Language Models" is back for a new edition and Lecture 1 is now on YouTube!
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Stanford dropped CS329Z today. Engineering AI Agents. compound systems, build RAG/tool use from scratch, then frameworks, then how you actually evaluate this stuff.
gonna follow along online. looks pretty neat.
cs329z.stanford.edu/
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We're flying students to the biggest blockchain student conference on Earth.
We partner with @UBC_Conference to fly LATAM students to the conference.
1,000+ students from 100+ universities will be there.
In two years, UBC has sent 80+ students into frontier tech, with teams joining Y Combinator, a16z Speedrun, and Colosseum.
This opportunity could change your life, apply now.
becas-ubc.vercel.app/
This
My Stanford course 𝗧𝗵𝗲 𝗠𝗼𝗱𝗲𝗿𝗻 𝗦𝗼𝗳𝘁𝘄𝗮𝗿𝗲 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗲𝗿 starts next Tuesday.
This Github repository will hold all the assignments (and has the ones from last year).
Bookmark it. See you next week.
github.com/mihail911/modern-…
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We are hiring at Supabase!
There are 60 open positions across engineering, sales, design, and many more, so there should be something that would fit you!
We are a remote company, so where you live doesn't matter. If you are awesome at what you do, we'd love to work with you!
próximamente open-source
🚨Revolut confirmó que entregó datos sensibles de algunos clientes tras una solicitud gubernamental falsa: según CoinBureau, los atacantes exigen 10.000 bitcoin (cerca de US$780 millones) para frenar nuevas filtraciones.
👉🏻La empresa dice que los fondos están intactos
⚠️Qué datos se expusieron
🔹 Nombre, fecha de nacimiento, domicilio, mail y teléfono
🔹 Copias de pasaporte o licencia y selfies de verificación
🔹 IBAN, extractos, retiros e historial de movimientos, incluido bitcoin
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